cakwok

3D-Printing

Autonomous-Driving

Scene Understanding in autonomous driving by sensor fusion. Detected vehicles and 3D objects from LiDAR sensor range images by building BEV vector space, tracked multiple objects using extended Kalman filters, retrieving Waymo Open dataset in distributed system with Protocol Buffer format

Cisco-IE3400-Programmability

Cisco-Tender-Response-Bot

Computer-Vision

Classical OpenCV and CNN projects, augmented reality

Deep-Network

Hong-Kong-Covid19-Trend-and-Track-inflected-flight

Java---Programming-Design-Paradigm

Machine-Learning

Developed supervised prediction systems by linear/perceptron/logistic regressions, SVM, random forests classifiers, KNN, and unsupervised clustering systems by the Expectation- Maximization algorithm. Utilized PCA for outlier/anomaly detection.

NLP

Document classification by BERT, image captioning by ViT/GPT

cakwok/Autonomous-Driving

Scene Understanding in autonomous driving by sensor fusion. Detected vehicles and 3D objects from LiDAR sensor range images by building BEV vector space, tracked multiple objects using extended Kalman filters, retrieving Waymo Open dataset in distributed system with Protocol Buffer format

cakwok/Computer-Vision

Classical OpenCV and CNN projects, augmented reality

cakwok/NLP

Document classification by BERT, image captioning by ViT/GPT

cakwok/3D-Printing

cakwok/Cisco-IE3400-Programmability

cakwok/Cisco-Tender-Response-Bot

cakwok/Deep-Network

cakwok/Hong-Kong-Covid19-Trend-and-Track-inflected-flight

cakwok/Java---Programming-Design-Paradigm

cakwok/Machine-Learning

Developed supervised prediction systems by linear/perceptron/logistic regressions, SVM, random forests classifiers, KNN, and unsupervised clustering systems by the Expectation- Maximization algorithm. Utilized PCA for outlier/anomaly detection.

cakwok/Leetcode

cakwok/Project_server_app

cakwok/Project_web_app

cakwok/tuiter-node-server-app

cakwok/tuiter-react-web-app